{"id":"https://openalex.org/W4286203160","doi":"https://doi.org/10.1142/s0218126623500159","title":"Investigating the Impact of Test Case Density and Execution Variety on Fault Localization for Novice Programs","display_name":"Investigating the Impact of Test Case Density and Execution Variety on Fault Localization for Novice Programs","publication_year":2022,"publication_date":"2022-07-21","ids":{"openalex":"https://openalex.org/W4286203160","doi":"https://doi.org/10.1142/s0218126623500159"},"language":"en","primary_location":{"id":"doi:10.1142/s0218126623500159","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218126623500159","pdf_url":null,"source":{"id":"https://openalex.org/S167602672","display_name":"Journal of Circuits Systems and Computers","issn_l":"0218-1266","issn":["0218-1266","1793-6454"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Circuits, Systems and Computers","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100613148","display_name":"Yingchun Wang","orcid":"https://orcid.org/0000-0003-4968-8398"},"institutions":[{"id":"https://openalex.org/I2800710378","display_name":"Naval University of Engineering","ror":"https://ror.org/056vyez31","country_code":"CN","type":"education","lineage":["https://openalex.org/I2800710378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"YingChun Wang","raw_affiliation_strings":["Institue of Noise and Vibration, Naval University of Engineering, Wuhan, P.\u00a0R.\u00a0China"],"affiliations":[{"raw_affiliation_string":"Institue of Noise and Vibration, Naval University of Engineering, Wuhan, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I2800710378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100685258","display_name":"Lin He","orcid":"https://orcid.org/0000-0002-1676-254X"},"institutions":[{"id":"https://openalex.org/I2800710378","display_name":"Naval University of Engineering","ror":"https://ror.org/056vyez31","country_code":"CN","type":"education","lineage":["https://openalex.org/I2800710378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin He","raw_affiliation_strings":["Institue of Noise and Vibration, Naval University of Engineering, Wuhan, P.\u00a0R.\u00a0China"],"affiliations":[{"raw_affiliation_string":"Institue of Noise and Vibration, Naval University of Engineering, Wuhan, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I2800710378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052769403","display_name":"Nannan Chen","orcid":"https://orcid.org/0000-0002-9689-2562"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nannan Chen","raw_affiliation_strings":["National Key Laboratory on Ship Vibration and Noise, Wuhan, P.\u00a0R.\u00a0China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory on Ship Vibration and Noise, Wuhan, P.\u00a0R.\u00a0China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056876182","display_name":"Qi Zhai","orcid":"https://orcid.org/0000-0002-6561-0630"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Qi Zhai","raw_affiliation_strings":["The Eighth Military Representatives Office of the Naval Equipment Department, Shanghai, P.\u00a0R.\u00a0China"],"affiliations":[{"raw_affiliation_string":"The Eighth Military Representatives Office of the Naval Equipment Department, Shanghai, P.\u00a0R.\u00a0China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5056876182"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08456244,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"32","issue":"01","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12423","display_name":"Software Reliability and Analysis Research","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7551709413528442},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.6512413620948792},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.6145378947257996},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5852124691009521},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.5840612649917603},{"id":"https://openalex.org/keywords/fault-coverage","display_name":"Fault coverage","score":0.458988755941391},{"id":"https://openalex.org/keywords/test-case","display_name":"Test case","score":0.4457625448703766},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.37444818019866943},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.35125651955604553},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3481145203113556},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.274522066116333},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2562757730484009},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08964699506759644},{"id":"https://openalex.org/keywords/electronic-circuit","display_name":"Electronic circuit","score":0.0653950572013855}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7551709413528442},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6512413620948792},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.6145378947257996},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5852124691009521},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.5840612649917603},{"id":"https://openalex.org/C126953365","wikidata":"https://www.wikidata.org/wiki/Q5438152","display_name":"Fault coverage","level":3,"score":0.458988755941391},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.4457625448703766},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.37444818019866943},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.35125651955604553},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3481145203113556},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.274522066116333},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2562757730484009},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08964699506759644},{"id":"https://openalex.org/C134146338","wikidata":"https://www.wikidata.org/wiki/Q1815901","display_name":"Electronic circuit","level":2,"score":0.0653950572013855},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218126623500159","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218126623500159","pdf_url":null,"source":{"id":"https://openalex.org/S167602672","display_name":"Journal of Circuits Systems and Computers","issn_l":"0218-1266","issn":["0218-1266","1793-6454"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Circuits, Systems and Computers","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7900000214576721,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W168089997","https://openalex.org/W1950030762","https://openalex.org/W1990785546","https://openalex.org/W1991097419","https://openalex.org/W2007121005","https://openalex.org/W2010833880","https://openalex.org/W2012312630","https://openalex.org/W2013655083","https://openalex.org/W2045428103","https://openalex.org/W2047836084","https://openalex.org/W2053492725","https://openalex.org/W2131346202","https://openalex.org/W2153418968","https://openalex.org/W2156357889","https://openalex.org/W2246775628","https://openalex.org/W2265140909","https://openalex.org/W2293624369","https://openalex.org/W2343875716","https://openalex.org/W2620081107","https://openalex.org/W2740349831","https://openalex.org/W2751165549","https://openalex.org/W2762786131","https://openalex.org/W2767123881","https://openalex.org/W2768250993","https://openalex.org/W2786913301","https://openalex.org/W2799855324","https://openalex.org/W2886532650","https://openalex.org/W2962715466","https://openalex.org/W2980518752","https://openalex.org/W3013080046","https://openalex.org/W3122283993"],"related_works":["https://openalex.org/W2959160600","https://openalex.org/W4324301570","https://openalex.org/W2119956050","https://openalex.org/W2142113611","https://openalex.org/W2056065776","https://openalex.org/W2383699822","https://openalex.org/W2752178021","https://openalex.org/W2030553922","https://openalex.org/W2791339912","https://openalex.org/W27394797"],"abstract_inverted_index":{"Programming":[0],"Online":[1],"Verification":[2],"Exam":[3],"(OE)":[4],"system":[5,203],"has":[6],"been":[7],"widely":[8],"used":[9],"in":[10,79,92,122,201,232,253],"algorithm":[11,181],"education":[12],"and":[13,42,70,75,140,147,185,238],"practice":[14],"since":[15],"it":[16],"can":[17,37,49,88,204,249],"automatically":[18],"analyze":[19,132],"program":[20,56,83],"results":[21,41,188],"(e.g.,":[22],"correct":[23],"or":[24],"incorrect)":[25],"after":[26,215],"executing":[27],"the":[28,54,60,63,77,80,90,102,106,118,133,164,186,206,217,221,235,240,243],"submitted":[29,55],"programs":[30,93,124],"with":[31],"corresponding":[32],"test":[33,61,95,120,136,193,218],"cases.":[34,255],"OE":[35,126,202],"systems":[36],"provide":[38],"both":[39],"execution":[40,141],"error":[43],"information":[44],"so":[45],"that":[46,190,248],"novice":[47,64,99,123,160,183,212],"programmers":[48,65,100],"get":[50,67],"feedback":[51],"quickly.":[52,104],"If":[53],"cannot":[57],"pass":[58],"all":[59],"cases,":[62],"will":[66],"wrong-answer":[68],"feedback,":[69],"they":[71],"have":[72],"to":[73,117,151,154,230],"find":[74],"fix":[76,101],"errors":[78,91,103],"program.":[81],"Automated":[82],"fault":[84,111,144,156,179,199,209,224],"localization":[85,112,145,157,200,210,225],"techniques,":[86],"which":[87],"locate":[89],"under":[94],"automatically,":[96],"thus":[97],"help":[98],"However,":[105],"performance":[107,146,165],"of":[108,125,135,166,173,208,223,234,245],"current":[109],"automated":[110],"techniques":[113],"is":[114],"limited":[115],"due":[116],"high-density":[119],"cases":[121,194],"system.":[127],"In":[128],"this":[129],"paper,":[130],"we":[131,169],"impact":[134],"case":[137],"density":[138],"(TCD)":[139],"variety":[142],"on":[143,176],"propose":[148],"a":[149,171],"method":[150,197],"reduce":[152],"TCD":[153],"improve":[155],"precision":[158,207],"for":[159,198,211],"programs.":[161,213],"To":[162],"evaluate":[163],"our":[167,196],"method,":[168],"conduct":[170],"number":[172,244],"empirical":[174],"studies":[175],"1199":[177],"real":[178],"diagnosis":[180],"related":[182],"programs,":[184],"experimental":[187],"show":[189],"using":[191],"improved":[192],"through":[195],"enhance":[205],"Specifically,":[214],"decreasing":[216],"cases\u2019":[219],"density,":[220],"improvement":[222],"accuracy":[226],"ranges":[227],"from":[228,239],"0.6%":[229],"17.34%":[231],"terms":[233],"Expense":[236],"metric,":[237],"Accuracy@N":[241],"metrics,":[242],"faulty":[246],"statements":[247],"be":[250],"found":[251],"increases":[252],"most":[254]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
